Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
powershell_heavy
windows_first
windows_tools
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell is frequently referenced for key operations (such as PAL association and ownership changes), and PowerShell examples are provided before Azure CLI equivalents. The validation section specifically mentions PowerShell as a verification method, and some product-specific instructions only mention PowerShell cmdlets for ownership changes. While Azure CLI instructions are present and most operations can be performed cross-platform, Windows-centric tooling and patterns are emphasized or listed first, which may create friction for Linux/macOS users.
Recommendations
  • Ensure all PowerShell examples are paired with Azure CLI equivalents, and present both side-by-side or in parallel sections.
  • In tables listing tooling compatibility, clarify that Azure CLI is fully supported on Linux/macOS and provide explicit Linux/macOS usage notes.
  • In validation steps, mention Azure CLI commands for verification alongside PowerShell.
  • Avoid listing Windows/PowerShell tools first; alternate order or group by platform.
  • Where PowerShell is required for specific tasks, note any limitations for Linux/macOS and suggest alternatives if available.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-16 00:00 #52 completed Biased Biased
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets